Development of a support vector machine-based navigation system for driving a mobile robot through paths in plantations. - Danilo Samuel Jodas; Norian Marranghello; Aledir Silveira Pereira; Rodrigo Capobianco Guido (IECON, 2012)

Comparing Support Vector Machines and Artificial Neural Networks in the Recognition Of Steering Angle for Driving of Mobile Robots Through Paths in Plantations. - Danilo S. Jodas; Norian Marranghello; Aledir Silveira Pereira; Rodrigo Capobianco Guido (ICCS, 2013)

Lumen segmentation in magnetic resonance images of the carotid artery. - Danilo Samuel Jodas; Aledir Silveira Pereira; João Manuel R. S. Tavares (Comput. Biol. Medicine, 2016)

A review of computational methods applied for identification and quantification of atherosclerotic plaques in images. - Danilo Samuel Jodas; Aledir Silveira Pereira; João Manuel R. S. Tavares (Expert Syst. Appl., 2016)

Automatic segmentation of the lumen region in intravascular images of the coronary artery. - Danilo Samuel Jodas; Aledir Silveira Pereira; João Manuel R. S. Tavares (Medical Image Anal., 2017)

Segmentation and classification of structures of the carotid and coronary arteries for image-based evaluation of atherosclerotic lesions - Danilo Samuel Jodas (2017)

O^2PF: Oversampling via Optimum-Path Forest for Breast Cancer Detection. - Leandro A. Passos; Danilo S. Jodas; Luiz Carlos Felix Ribeiro; Thierry Pinheiro Moreira; João Paulo Papa (CBMS, 2020)

Using a distance map and an active contour model to segment the carotid artery boundary from the lumen contour in proton density weighted magnetic resonance images. - Danilo Samuel Jodas; Maria Francisca Monteiro da Costa; Tiago A. A. Parreira; Aledir Silveira Pereira; João Manuel R. S. Tavares (Comput. Biol. Medicine, 2020)

Classification of calcified regions in atherosclerotic lesions of the carotid artery in computed tomography angiography images. - Danilo Samuel Jodas; Aledir Silveira Pereira; João Manuel R. S. Tavares (Neural Comput. Appl., 2020)

A Deep Learning-based Approach for Tree Trunk Segmentation. - Danilo Samuel Jodas; Sergio Brazolin; Takashi Yojo; Reinaldo Araújo de Lima; Giuliana Del Nero Velasco; Aline Ribeiro Machado; João Paulo Papa (SIBGRAPI, 2021)

O2PF: Oversampling via Optimum-Path Forest for Breast Cancer Detection. - Leandro Aparecido Passos; Danilo Samuel Jodas; Luiz Carlos Felix Ribeiro; Thierry Pinheiro Moreira; João P. Papa (CoRR, 2021)

PL-k NN: A Parameterless Nearest Neighbors Classifier. - Danilo Samuel Jodas; Leandro Aparecido Passos; Ahsan Adeel; João Paulo Papa (IWSSIP, 2022)

Multiclass Oversampling via Optimum-Path Forest for Tree Species Classification from Street-view Perspectives. - Danilo Samuel Jodas; Leandro Aparecido Passos; Giuliana Del Nero Velasco; Mariana Hortelani Carneseca Longo; Aline Ribeiro Machado; João Paulo Papa (SIBGRAPI, 2022)

A Review of Deep Learning-based Approaches for Deepfake Content Detection. - Leandro A. Passos; Danilo S. Jodas; Kelton A. P. da Costa; Luis Antônio Souza Júnior; Danilo Colombo; João Paulo Papa (CoRR, 2022)

PL-kNN: A Parameterless Nearest Neighbors Classifier. - Danilo Samuel Jodas; Leandro Aparecido Passos; Ahsan Adeel; João Paulo Papa (CoRR, 2022)

Detection of Trees on Street-View Images Using a Convolutional Neural Network. - Danilo Samuel Jodas; Takashi Yojo; Sergio Brazolin; Giuliana Del Nero Velasco; João Paulo Papa (Int. J. Neural Syst., 2022)

Handling imbalanced datasets through Optimum-Path Forest. - Leandro Aparecido Passos; Danilo S. Jodas; Luiz Carlos Felix Ribeiro; Marco Akio; André Nunes de Souza; João Paulo Papa (Knowl. Based Syst., 2022)

A Historic-Best Particle Swarm Optimization Approach for Trust-based Routing in Smart Grid Networks. - Edwin Prem Kumar Gilbert; A. Immanuel Selvakumar; M. Lydia; Baskaran Kaliaperumal; Danilo Samuel Jodas; Leandro A. Passos; João P. Papa (IWSSIP, 2023)

OPFsemble: An Ensemble Pruning Approach via Optimum-Path Forest. - Danilo Samuel Jodas; Leandro Aparecido Passos; Douglas Rodrigues; Thiago José Lucas; Kelton Augusto Pontara da Costa; João Paulo Papa (IWSSIP, 2023)

A Multi-Class Probabilistic Optimum-Path Forest. - Silas Evandro Nachif Fernandes; Leandro A. Passos; Danilo S. Jodas; Marco Akio; André N. de Souza; João Paulo Papa (VISIGRAPP (5: VISAPP), 2023)

FakeRecogna Anomaly: Fake News Detection in a New Brazilian Corpus. - Gabriel Lino Garcia; Luis C. S. Afonso; Leandro A. Passos; Danilo S. Jodas; Kelton A. P. da Costa; João P. Papa (VISIGRAPP (4: VISAPP), 2023)

Deep Learning Semantic Segmentation Models for Detecting the Tree Crown Foliage. - Danilo Samuel Jodas; Giuliana Del Nero Velasco; Reinaldo Araújo de Lima; Aline Ribeiro Machado; João Paulo Papa (VISIGRAPP (4: VISAPP), 2023)

Fine-Tuning Restricted Boltzmann Machines Using No-Boundary Jellyfish. - Douglas Rodrigues; Gustavo Henrique de Rosa; Kelton Augusto Pontara da Costa; Danilo Samuel Jodas; João Paulo Papa (VISIGRAPP (4: VISAPP), 2023)

PL-kNN: A Python-based implementation of a parameterless k-Nearest Neighbors classifier. - Danilo Samuel Jodas; Leandro Aparecido Passos; Ahsan Adeel; João Paulo Papa (Softw. Impacts, 2023)

Tabular data augmentation for video-based detection of hypomimia in Parkinson's disease. - Guilherme C. Oliveira; Quoc Cuong Ngo; Leandro A. Passos; João P. Papa; Danilo S. Jodas; Dinesh K. Kumar (Comput. Methods Programs Biomed., 2023)

Impact of Quantization on Large Language Models for Portuguese Classification Tasks. - Danilo Samuel Jodas; Gabriel Lino Garcia; Pedro Henrique Paiola; João Renato Ribeiro Manesco; João Paulo Papa (CIARP (1), 2024)

Graph Matching Networks Meet Optimum-Path Forest: How to Prune Ensembles Efficiently. - Danilo Samuel Jodas; Leandro A. Passos; Douglas Rodrigues; Kelton A. P. Costa; João Paulo Papa (ICPR (7), 2024)

Ensemble Diversity Pruning on Cybersecurity: Optimizing Intrusion Detection Systems. - Thiago José Lucas; Leandro Aparecido Passos; Douglas Rodrigues; Danilo S. Jodas; João Paulo Papa; Kelton Augusto Pontara da Costa; Rafal Scherer (IWSSIP, 2024)

Text Summarization and Temporal Learning Models Applied to Portuguese Fake News Detection in a Novel Brazilian Corpus Dataset. - Gabriel Lino Garcia; Pedro Henrique Paiola; Danilo Samuel Jodas; Luis Afonso Sugi; João Paulo Papa (PROPOR (1), 2024)

RecognaSumm: A Novel Brazilian Summarization Dataset. - Pedro Henrique Paiola; Gabriel Lino Garcia; Danilo Samuel Jodas; João Vitor Mariano Correia; Luis C. S. Afonso; João Paulo Papa (PROPOR (1), 2024)

Graph Feature Embeddings for Patient Re-Identification from Chest X-Ray Images. - João Renato Ribeiro Manesco; Danilo Samuel Jodas; Maurício José Grapíggia Zanella; Marcel Koenigkam-Santos; João Paulo Papa (SIBGRAPI, 2024)

Introducing Bode: A Fine-Tuned Large Language Model for Portuguese Prompt-Based Task. - Gabriel Lino Garcia; Pedro Henrique Paiola; Luis Henrique Morelli; Giovani Candido; Arnaldo Cândido Júnior; Danilo Samuel Jodas; Luis C. S. Afonso; Ivan Rizzo Guilherme; Bruno Elias Penteado; João Paulo Papa (CoRR, 2024)

BioNeRF: Biologically Plausible Neural Radiance Fields for View Synthesis. - Leandro A. Passos; Douglas Rodrigues; Danilo S. Jodas; Kelton A. P. Costa; João Paulo Papa (CoRR, 2024)

Urban tree failure probability prediction based on dendrometric aspects and machine learning models. - Danilo Samuel Jodas; Sergio Brazolin; Giuliana Del Nero Velasco; Reinaldo Araújo de Lima; Takashi Yojo; João Paulo Papa (Comput. Environ. Urban Syst., 2024)

A review of deep learning-based approaches for deepfake content detection. - Leandro A. Passos; Danilo Samuel Jodas; Kelton A. P. Costa; Luis Antônio de Souza; Douglas Rodrigues; Javier Del Ser; David Camacho; João Paulo Papa (Expert Syst. J. Knowl. Eng., 2024)

Learning a Kernel-Based Beran Estimator Using Nearest-Neighbours and Its Application to Reliability Analysis. - Danilo Samuel Jodas; Christian Laurence Almeida Barry; Guilherme Brandão Martins; Marcos Cleison S. Santana; Andre Luis Severino Abrego; Danilo Colombo; João Paulo Papa (ICANN (4), 2025)

Optimum-Path Forest Ensembles to Estimate the Internal Decay in Urban Trees. - Giovani Candido; Luis Henrique Morelli; Danilo Samuel Jodas; Giuliana Del Nero Velasco; Reinaldo Araújo de Lima; Kelton Augusto Pontara da Costa; João Paulo Papa (VISIGRAPP (2): VISAPP, 2025)

Customized Atrous Spatial Pyramid Pooling with Joint Convolutions for Urban Tree Segmentation. - Danilo Samuel Jodas; Giuliana Del Nero Velasco; Sergio Brazolin; Reinaldo Araújo de Lima; Leandro Aparecido Passos; João Paulo Papa (VISIGRAPP (3): VISAPP, 2025)

Facial Expression Analysis in Parkinsons's Disease Using Machine Learning: A Review. - Guilherme C. Oliveira; Quoc Cuong Ngo; Leandro A. Passos; Danilo Samuel Jodas; João Paulo Papa; Dinesh Kant Kumar (ACM Comput. Surv., 2025)